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The Chinese University of Hong Kong, Shenzhen, School of Data Science

Position ID:
CUHKSZ-School of Data Science-POSTDOC [#30184]
Position Title: 
Postdoctorate
Position Location:
Shenzhen, Guangdong, China
Subject Area: 
Statistics / Statistics
Appl Deadline:
2025/11/20 11:59PMhelp popup (posted 2025/06/27, listed until 2025/12/05)
Position Description:
   

Position Description

Our random matrix research team in the School of Data Science at The Chinese University of Hong Kong, Shenzhen (CUHK Shenzhen) welcomes mathematically trained postdoctoral researchers for a 1- to 2-year collaboration, offering an attractive salary between 400,000-500000 RMB/year (~58,000 - 70,000 USD).

The project focuses on analyzing machine learning techniques using random matrix tools, with an emphasis on Empirical Risk Minimization (ERM) and potentially diffusion models. The general approach involves applying flexible concentration of measure hypotheses to data and leveraging the random matrix framework to derive insights into the studied machine learning methods (e.g., performance, hyperparameter optimization, stability, etc.). The work will be conducted with collaboration with Prof. Jeff Yao and Prof. Cosme Louart.

Qualifications:

• A strong background in random matrices is required.

• Familiarity with concentration of measure results and machine learning techniques will be a significant advantage.

• A completed Ph.D. in a relevant field by the time of employment.

Application Materials:

• Curriculum vitae (CV) with Publication list

• Brief (1-page) research statement

• At least two letters of recommendation

All materials should be sent directly to cosmelouart@cuhk.edu.cn

The position is for one year, with possibility for an extension upon mutual agreement. Applications will be reviewed until the positions are filled. The starting date can be negotiable.

We are not accepting applications for this job through AcademicJobsOnline.Org right now. Please see the job description above on how to apply.
Contact: Cosme Louart
Email: email address
Postal Mail:
2001 Longxiang Road, Longgang District, Shenzhen
Web Page: https://cosmital.github.io/